Interesting concept. I think a success message might help too. I finished all my tasks before the countdown, but I don't get a 'well done', nor do the stats update.
Re the cancel button, I think moving it elsewhere is advisable, or telling the user that they only have to hit enter to add a new task. Or, adding a mini submit to each new row, but that defeats the purpose of your 'hit enter' function.